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AI Research Paper Readings

Every week, we have an engaging discussion session in the Arize commmunity delving into the latest technical papers in AI and data science, covering a range of topics from multimodal LLMs to the latest in tools and plugins.

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Previous readings on-demand

Large Content and Behavior Models To Understand, Simulate, And Optimize Content And Behavior Paper Reading
Skeleton of Thought methods walkthrough
Skeleton of Thought: LLMs Can Do Parallel Decoding Paper Reading
Extending the Context Window of Llama Models paper
Extending the Context Window of LLaMA Models
Violation percentage chart Llama 2
Llama 2: Open Foundation and Fine-Tuned Chat Models
Lost in the middle paper reading zoom screenshot
Lost in the Middle: How Language Models Use Long Contexts Paper Reading
Orca Graph
Orca: Progressive Learning from Complex Explanation Traces of GPT-4 Paper Reading
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning Paper Reading
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
Voyager: An Open-Ended Embodied Agent with LLMs Paper
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Paper
explain neurons easy explanation of openai paper
Language Models Can Explain Neurons in Language Models OpenAI Paper
LoRA: Low-Rank Adaptation of Large Language Models Paper
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Paper
LIMA: Less Is More for Alignment Paper
h3 author interview
Hungry Hungry Hippos (H3) and Language Modeling with State Space Models
meta toolformer interview
Toolformer: Training LLMs To Use Tools
OpenAI on Reinforcement Learning with Human Feedback
OpenAI: Reinforcement Learning with Human Feedback

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A Developer’s Guide To LLMOps (Large Language Model Operations): Operationalizing LLMs

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